Publications

Among 108 (0.05% of cohort) US veterans with a Clostridioides difficile infection (CDI) within 30 days of a dental antibiotic prescription, 80% of patients received guideline-discordant antibiotics. Half had chronic gastrointestinal illness potentially exacerbating their CDI risk. More efforts are needed to improve antibiotic stewardship.

OBJECTIVES: This study aims to examine the effects of the July 2018 worldwide valsartan recall and shortage on global trends of antihypertensive medication use in 83 countries.

METHODS: A time-series analysis of monthly purchases of valsartan, other angiotensin II receptor blockers (ARBs) and angiotensin-converting enzyme inhibitors (ACEIs) across 83 countries from January 2017 to July 2020 was conducted using the IQVIA MIDAS database. Trends in outcomes were investigated globally and by economic level (developed vs developing economies). The valsartan recall's impact on antihypertensive use was assessed with interventional autoregressive integrated moving average modelling.

RESULTS: Global valsartan utilisation trends decreased significantly by 15.7% (-61 166 515 SU; p<0.0001), while global purchases of other ARBs increased by 44.8% (+958 069 420 SU; p=0.8523) and ACEIs increased by 1.6% (+44 106 747 SU; p=0.1102). Of the 32 developed countries, 20 (62.5%) showed a decline in 1-month percentage change in valsartan purchases, whereas only 10 out of 33 developing countries (30.3%) experienced a decrease in valsartan purchases. Mean 1-month, 3-month and 6-month percentage changes for developed countries were -1.2%, -9.3% and -12.2%, respectively, while the changes for developing countries were 25.0%, 7.3% and -1.2%.

CONCLUSIONS: Global valsartan purchases substantially decreased post-recall, highlighting the far-reaching impacts of drug shortages. Opposing utilisation trends by economic level raise concerns of potential distribution of contaminated medications from developed countries to developing countries. Concerted actions for equitable global access to quality medications and mitigation of drug shortages are needed.

OBJECTIVES: To develop and validate a machine-learning algorithm to predict fatal overdose using Pennsylvania Prescription Drug Monitoring Program (PDMP) data.

METHODS: The training/testing (n = 3020,748) and validation (n = 2237,701) cohorts included Pennsylvania residents with a prescription dispensing from February 2018-September 2021. Potential predictors (n = 222) were measured in the 6 months prior to a random index date. Using a gradient boosting machine, we developed a 20-variable model to predict risk of fatal drug overdose in the 6 months after the index date.

RESULTS: Beneficiaries in the training (n = 1,812,448), testing (n = 1,208,300), and validation (n = 2,237,701) samples had similar age, with low rates of fatal overdose during 6-month follow up (0.12%, 0.12%, 0.04%, respectively). The validation c-statistic was 0.86 for predicting fatal overdose using 20 PDMP variables. When ranking individuals based on risk score, the prediction model more accurately identified fatal overdose at 6 months compared to using opioid dosage or opioid/benzodiazepine overlap, although the percentage of individuals in the highest risk percentile who died at 6 months was less than 1%.

CONCLUSIONS AND POLICY IMPLICATIONS: A gradient boosting machine algorithm predicting fatal overdose derived from twenty variables performed well in discriminating risk across testing and validation samples, improving on single factor risk measures like opioid dosage.

Objective. The majority of practicing pharmacists and student pharmacists are women. However, instruments to assess perceptions of gender equity within pharmacy academia are not available. The objective of this research was to describe the psychometric analysis of a questionnaire developed to assess gender equity by a Gender Equity Task Force and to report reliability and validity evidence.Methods. A questionnaire with 21 items addressing the teaching, research, service, advancement, mentoring, recruitment, and gender of college leaders was created. The survey was distributed via email in December 2020 to all social and administrative science section members of two professional associations. Rasch analysis was performed to evaluate the reliability and validity evidence for the questionnaire.Results. After reverse coding, all items met parameters for unidimensionality necessary for Rasch analysis. Once adjacent categories were merged to create a 3-point scale, the scale and items met parameters for appropriate functionality. Items were ordered hierarchically in order of difficulty. The modified instrument and scale can be treated as interval level data for future use.Conclusion. This analysis provides reliability and validity evidence supporting use of the gender equity questionnaire in the social and administrative academic pharmacy population if recommended edits such as the 3-point scale are used. Future research on gender equity can benefit from use of a psychometrically sound questionnaire for data collection.

The U.S. Department of Veterans Affairs (VA) is the largest integrated healthcare system in the United States and provides dental care to approximately one-half million veterans annually. In response to the opioid crisis, the VA released several opioid risk mitigation strategies. Although opioid prescribing by VA dentists has decreased on the whole, the implementation experiences at the level of dentists remains unclear. Our objective was to explore the barriers and facilitators that affect opioid decision making for management of acute dental pain among VA dentists. Dentists practicing in the VA facilities with the highest and lowest volume of opioid prescriptions were recruited. Standardized qualitative interviews by telephone followed a semistructured guide designed around the Capability (C), Opportunity (O), Motivation (M), and Behaviour (B) model. Audio recordings were transcribed and independently double-coded using NVivo to identify potential targets for future guideline-based opioid interventions. Of 395 eligible general and specialty dentists, 90 (24.8%) completed an interview representing 33 VA facilities. Opportunities for prescribing opioids included 1) completion of dental procedures associated with acute dental pain, 2) caring for patients who presented with existing dental pain, and 3) responding to patient opioid requests. Capabilities included using resources (eg, electronic medical records), clinical judgement (eg, evaluation of medical history including medication use), communication skills, and ability to screen for opioid misuse. Motivation themes focused on alleviating patients' acute dental pain. Barriers and facilitators of opioid prescribing varied across facilities. The results can offer intervention targets for continued opioid risk mitigation efforts.

We assessed trends in treatment of patients with CRE from 2012 through 2018. We detected decreased utilization of aminoglycosides and colistin and increased utilization in extended-spectrum cephalosporins and ceftazidime-avibactam. We found significant uptake of ceftazidime-avibactam, a newly approved antibiotic, to treat CRE infections.

BACKGROUND: No research has been conducted to assess whether antibiotic prophylaxis prescribing differs by dental setting. Therefore, the goal of this study was to compare the prescribing of antibiotic prophylaxis in Veterans Affairs (VA) and non-Veterans Affairs settings.

METHODS: This was a retrospective study of veteran and non-veteran dental patients with cardiac conditions or prosthetic joints between 2015-2017. Multivariable log binomial regression analysis was conducted to compare concordant prescribing by setting with a sub-analysis for errors of dosing based on antibiotic duration (i.e., days prescribed).

RESULTS: A total of 61,124 dental visits that received a prophylactic antibiotic were included. Most were male (61.0%), and 55 years of age or older (76.2%). Nearly a third (32.7%) received guideline concordant prophylaxis. VA dental settings had a lower prevalence of guideline concordant prescribing compared to non-VA settings in unadjusted results (unadjusted prevalence ratio [uPR] = 0.92, 95% CI: 0.90-0.95). After adjustment, prevalence of guideline concordant prescribing was higher in those with prosthetic joints in the VA setting (adjusted prevalence ratio [aPR] = 1.73, 95% CI: 1.59-1.88), with no difference identified in those without a prosthetic joint (aPR = 0.99, 95% CI: 0.96-1.01). Concordance of dosing was higher in VA compared to non-VA settings (aPR = 1.11, 95% CI: 1.07-1.15).

CONCLUSIONS: VA has a higher prevalence of guideline concordant prescribing among those with prosthetic joints and when assessing dosing errors. Though the presence of an integrated electronic health record (EHR) may be contributing to these differences, other system or prescriber-related factors may be responsible. Future studies should focus on to what extent the integrated EHR may be responsible for increased guideline concordant prescribing in the VA setting.

OBJECTIVES: Opioids prescribed by dentists have been associated with serious adverse events, including opioid-related overdose and mortality. However, the downstream outcomes of opioids prescribed by dentists to Veterans who are at high risk for opioid misuse and overdose have yet to be determined.

METHODS: This was a national cross-sectional analysis of opioids associated with dental visits within the Veterans Health Administration from 2015 to 2018. Overprescribing was defined per guidelines as >120 morphine milligram equivalents (MME) or >3 days supply. The association of dental visit and patient characteristics was modeled separately for opioid-related poisoning and all-cause mortality using logistic regression.

RESULTS: Of 137,273 Veterans prescribed an opioid by a dentist, 0.1% and 1.1% were associated with opioid-related poisoning and mortality, respectively. There was no difference in opioid poisoning within 6 months for Veterans with opioid prescriptions >120 MME (aOR = 1.25 [CI: 0.89-1.78]), but poisoning decreased in Veterans prescribed opioids >3-days supply (aOR = 0.68 [CI: 0.49-0.96]). However, Veterans with opioids >120 MME were associated with higher odds of mortality within 6 months (aOR = 1.17 [95% CI: 1.05-1.32]) while there was no difference in prescriptions >3-days supply (aOR = 1.12 [CI: 0.99-1.25]).

CONCLUSION: Serious opioid-related adverse events were rare in Veterans and lower than other reports in the literature. Since nonopioid analgesics have superior efficacy for the treatment of acute dental pain, prescribing opioid alternatives may decrease opioid-related poisoning. Strategies for dentists to identify patients at high risk should be incorporated into the dental record.

PURPOSE: Opioids, benzodiazepines and sedatives can manage dental pain, fear and anxiety but have a narrow margin of safety in children. General dentists may inappropriately prescribe gabapentin and stimulants. National evidence on dispensing rates of these high-alert medicines by dentists to children is limited.

METHODS: We utilize join-point regression to identify changes in fills for opioids, sedatives, benzodiazepines, gabapentin, and stimulants to children <18 years from 2012 to 2019 in a national dataset comprising 92% of dispensed outpatient prescriptions by dentists.

RESULTS: From 2012 to 2019, 3.8 million children filled prescriptions for high-alert drugs from general dentists. National quarterly dispensing of high-alert drugs decreased 63.1%, from 10456.0 to 3858.8 days per million. Opioids accounted for 69.4% of high-alert prescriptions. From 2012 to 2019, fills for opioids, sedatives, benzodiazepines, and stimulants decreased by 65.2% (7651.8 to 2662.7), 43.4% (810.9 to 458.7), 43.6% (785.7 to 442.7) and 89.3% (825.6 to 88.6 days per million), respectively. Gabapentin increased 8.1% (121.8 to 131.7 days per million). A significant decrease in high-alert fills occurred in 2016, (-6.0% per quarter vs. -1.6% pre-2016, P-value<0.001), especially for opioids (-7.0% vs. -1.2%, P-value<0.001). Older teenagers (15-17 years) received 42.5% of high-alert prescriptions. Low-income counties in the South were overrepresented among top-prescribing areas in 2019.

CONCLUSIONS: We found promising national decreases in fills for high-alert medicines to children by general dentists from 2012 to 2019. However, older teenagers and children in some counties continued to receive dental opioids at high rates. Future efforts should address non-evidence-based pain management in these groups.

BACKGROUND: Drug shortages are a complex global challenge, and few studies have analyzed quantitative data on their impacts. In September 2019, detection of a nitrosamine impurity in ranitidine led to recalls and shortages.

AIMS: We investigated the extent of the ranitidine shortage and its impacts on acid suppression drug utilization in Canada and the United States (US).

METHODS: We conducted an interrupted time series analysis of acid suppression drug purchases in Canada and the US from 2016 through 2021 using IQVIA's MIDAS database. We used autoregressive integrated moving average models to determine the impact of the shortage on purchasing rates for ranitidine, other histamine-2 receptor antagonists (H2RAs), and proton pump inhibitors (PPIs).

RESULTS: Prior to the recalls, 20,439,915 ranitidine units were purchased monthly in Canada and 189,038,496 in the US on average. After the recalls started in September 2019, purchasing rates decreased for ranitidine (Canada p = 0.0048, US p < 0.0001) and increased for non-ranitidine H2RAs (Canada p = 0.0192, US p = 0.0534). One month into the recalls, purchasing rates dropped by 99% (Canada) and 53% (US) for ranitidine and increased by 128.3% (Canada) and 37.3% (US) for non-ranitidine H2RAs. PPI purchasing rates did not change significantly in either country.

CONCLUSIONS: The ranitidine shortage led to immediate and sustained shifts in H2RA utilization in both countries, potentially affecting hundreds of thousands of patients. Our results emphasize the need for future studies of the clinical and financial implications of the shortage, and the importance of ongoing work to mitigate and prevent drug shortages.